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Lightweight,
Low Power Inexpensive Star Tracker
PI: Dr. Raymond
Sedwick, Grad RA: Kara Huffman
Star
trackers are designed to be highly sophisticated attitude
sensors that precisely determine position during tumble
operations. There
are numerous types of attitude sensors, but star trackers
offer the greatest robustness compared to other currently
available sensors. As
depicted in the table below, sun and earth sensors are
limited in their angular range of operation, magnetometers
require magnetically clean satellites and are limited
to low Earth orbits (LEO), and GPS receivers are limited in their angular range of operation
and orbital altitude.
Star trackers, however, offer three axes of information,
wide angular operating ranges, the ability to operate
in any orbit, independence from additional navigational
devices, and high attitude tracking accuracy [1].
*AeroAstro FAR-MST Phase I proposal
Unfortunately,
current star trackers strive to maximize attitude sensing
performance above all else. They incorporate extremely complex systems to
process numerous stellar patterns as quickly as possible,
and they contain expansive on-board star catalogs that
include tens of thousands of stars for the most exact
star matching techniques.
Although these characteristics allow for highly
competent systems, these star trackers are inaccessible
to smaller satellites due to their large mass quantities,
high power consumption rates, excessive memory requirements,
and immense cost measures.
MIT’s Space
System’s Laboratory (SSL) and AeroAstro,
Inc. are currently developing two star trackers, LIST
(Lightweight Inexpensive Star Tracker) and FAR-MST
(Fast Angular Rate Miniature Star Tracker), that will
aspire the design and manufacture of a more commercially
viable star tracker for micro-satellites and small-scale
spacecraft. LIST is being developed for the Missile
Defense Agency (MDA) under an AeroAstro
subcontract to MIT, whereas FAR-MST
is being developed for the Air Force Research Lab
(AFRL) through consulting efforts of the PI with AeroAstro
directly. The figure below describes the attitude sensing
techniques that will be implemented with LIST and FAR-MST. The general focus of LIST is to achieve relative attitude information for moderate tumble
rates. This will
be accomplished by comparing the movement of stellar
patterns between consecutive images. FAR-MST
will achieve absolute attitude information at higher
tumble rates and be able to solve Lost in Space (LIS)
problems through image comparison to onboard star catalogs
and star streak patterns.
LIST, will be able to determine relative attitudes at tumble rates
up to 1°/s, and FAR-MST
will determine tumble rates up to 10°/s [2, 3].
While taking advantage of robustness of current
star trackers, LIST and FAR-MST hope to initiate a new genre of star trackers that better
balance performance accuracy with size, weight, complexity,
power consumption, and expenditure metrics.
*Anderson, FAR-MST Phase 1 SBIR Final Report
While AeroAstro
is designing, constructing, and testing the star tracker
hardware, SSL is responsible for developing and testing
the algorithms that will decipher and process the stellar
signal. The main
algorithms include functions that distinguish noise
from actual star signal, precisely centroid
stars, and match particular star patterns between consecutive
images so that attitude rates can be acquired over time.
Currently, the centroiding
and pattern matching codes are being improved and translated
into a compilable language that can be tested on the actual LIST and FAR-MST star trackers. Throughout
the algorithm creation process, SSL has tested the functions
on both computer simulated images and nighttime sky
photographs to verify that mission requirements are
being successfully achieved. Improvements are continually being made to minimize
memory storage and computation time and maximize algorithm
efficiency and robustness.
The majority of the remaining work includes further
optimizing the centroiding
and pattern matching algorithms to solve the Lost-in-Space
problem in FAR-MST and confirming that each code can
be successfully run on the LIST
and FAR-MST
star trackers.
References
[1] AeroAstro, Inc.
FAR-MST Phase II Proposal; proprietary.
[2]
AeroAstro, Inc. LIST Phase II Proposal, proprietary.
[3]
AeroAstro, Inc. FAR-MST Phase I Proposal,
proprietary.
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